Agent Framework Azure AI Py
microsoft/skills
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
Prehľadávajte oficiálnu dokumentáciu Microsoftu, aby ste našli koncepty, návody a ukážky kódu naprieč Azure, .NET, Agent Framework, Aspire, VS Code, GitHub a ďalšími.
Install Microsoft Docs
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .claude/skills && cp -r skills-src/translations/sk/.agents/skills/microsoft-docs .claude/skills/microsoft-docs && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/sk/.agents/skills/microsoft-docs into .claude/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/sk/.agents/skills/microsoft-docsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .agents/skills && cp -r skills-src/translations/sk/.agents/skills/microsoft-docs .agents/skills/microsoft-docs && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/sk/.agents/skills/microsoft-docs into .agents/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/translations/sk/.agents/skills/microsoft-docs .cursor/skills/microsoft-docs && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/sk/.agents/skills/microsoft-docs into .cursor/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/microsoft/ai-agents-for-beginners.git --path translations/sk/.agents/skills/microsoft-docs--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/translations/sk/.agents/skills/microsoft-docs .gemini/skills/microsoft-docs && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/sk/.agents/skills/microsoft-docs into .gemini/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .github/skills && cp -r skills-src/translations/sk/.agents/skills/microsoft-docs .github/skills/microsoft-docs && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/sk/.agents/skills/microsoft-docs into .github/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/translations/sk/.agents/skills/microsoft-docs .opencode/skills/microsoft-docs && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/sk/.agents/skills/microsoft-docs into .opencode/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
microsoft-docs- GitHub stars
- 77k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 529 words
- Files
- 1
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- MIT
At a glance
Prehľadávajte oficiálnu dokumentáciu Microsoftu, aby ste našli koncepty, návody a ukážky kódu naprieč Azure, .NET, Agent Framework, Aspire, VS Code, GitHub a ďalšími.
- Works in 2 steps: Zavolajte… → Zavolajte mcp_context7_query-docs s…
- Tasks that involve Building AI agents
- SKILL.md covers Predvolené: Microsoft Learn MCP, Výnimky: Kedy použiť iné…, Nastavenie Context7 and Písanie efektívnych dotazov
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Microsoft Docs is an agent skill from microsoft/ai-agents-for-beginners, published by the product's own GitHub organization. Prehľadávajte oficiálnu dokumentáciu Microsoftu, aby ste našli koncepty, návody a ukážky kódu naprieč Azure, .NET, Agent Framework, Aspire, VS Code, GitHub a ďalšími. Používa Microsoft Learn MCP ako predvolený zdroj, spolu s Context7 a Aspire MCP pre obsah, ktorý sa nachádza mimo learn.microsoft.com.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Building AI agents and MCP servers. It works with Visual Studio Code, Model Context Protocol, Microsoft Azure and .NET. The repository describes itself as: 18 Lessons to Get Started Building AI Agents. The licence is MIT.
When your agent uses it
- Tasks that involve Building AI agents
- Tasks that involve MCP servers
Example prompts
- “/microsoft-docs”
Requirements
- Python 3
- Node.js
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Zavolajte mcp_context7_resolve-library-id s názvom technológie
- Zavolajte mcp_context7_query-docs s vráteným ID knižnice a konkrétnym dotazom
What it can do on your machine
Read from SKILL.md and the folder at commit 25b7985. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
github.comdavidpine.dev
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Microsoft Docs loads about 1.5k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 529 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from microsoft/ai-agents-for-beginners at commit 25b7985, republished under its MIT licence (© microsoft). 529 words, ~1,461 tokens.
Download SKILL.mdSave it as
.claude/skills/microsoft-docs/SKILL.md (or your agent's skills folder).- name
- microsoft-docs
- description
- Prehľadávajte oficiálnu dokumentáciu Microsoftu, aby ste našli koncepty, návody a ukážky kódu naprieč Azure, .NET, Agent Framework, Aspire, VS Code, GitHub a ďalšími. Používa Microsoft Learn MCP ako predvolený zdroj, spolu s Context7 a Aspire MCP pre obsah, ktorý sa nachádza mimo learn.microsoft.com.
Microsoft Docs
Výskumná zručnosť pre technologický ekosystém Microsoftu. Zahŕňa learn.microsoft.com a dokumentáciu, ktorá sa nachádza mimo neho (VS Code, GitHub, Aspire, repozitáre Agent Framework).
Predvolené: Microsoft Learn MCP
Použite tieto nástroje pre všetko na learn.microsoft.com — Azure, .NET, M365, Power Platform, Agent Framework, Semantic Kernel, Windows a ďalšie. Toto je hlavný nástroj pre väčšinu otázok týkajúcich sa dokumentácie Microsoftu.
| Nástroj | Účel |
|---|---|
microsoft_docs_search | Vyhľadávať na learn.microsoft.com — koncepty, príručky, tutoriály, konfigurácie |
microsoft_code_sample_search | Nájdite fungujúce ukážky kódu z Learn dokumentácie. Pre najlepšie výsledky zadajte language (python, csharp, atď.) |
microsoft_docs_fetch | Získať celý obsah stránky z konkrétnej URL (keď výňatky z vyhľadávania nestačia) |
Použite microsoft_docs_fetch po vyhľadávaní, keď potrebujete kompletné tutoriály, všetky konfiguračné možnosti alebo keď sú výňatky z vyhľadávania orezané.
Výnimky: Kedy použiť iné nástroje
Nasledujúce kategórie sa nachádzajú mimo learn.microsoft.com. Namiesto toho použite určený nástroj.
.NET Aspire — Použite Aspire MCP Server (preferované) alebo Context7
Dokumentácia Aspire sa nachádza na aspire.dev, nie na Learn. Najlepší nástroj závisí od verzie Aspire CLI:
CLI 13.2+ (odporúčané) — Aspire MCP server obsahuje vstavané nástroje na vyhľadávanie v dokumentácii:
| MCP Tool | Popis |
|---|---|
list_docs | Zoznamuje všetku dostupnú dokumentáciu z aspire.dev |
search_docs | Vážené lexikálne vyhľadávanie v obsahu aspire.dev |
get_doc | Získa konkrétny dokument podľa slugu |
Tieto sú súčasťou Aspire CLI 13.2 (PR #14028). Na aktualizáciu: aspire update --self --channel daily. Ref: https://davidpine.dev/posts/aspire-docs-mcp-tools/
CLI 13.1 — MCP server poskytuje vyhľadávanie integrácií (list_integrations, get_integration_docs), ale nie vyhľadávanie dokumentácie. V takom prípade použite Context7:
| Library ID | Použitie |
|---|---|
/microsoft/aspire.dev | Primárne — príručky, integrácie, referencia CLI, nasadenie |
/dotnet/aspire | Zdroj runtime — vnútorné API, implementačné detaily |
/communitytoolkit/aspire | Komunitné integrácie — Go, Java, Node.js, Ollama |
VS Code — Použite Context7
Dokumentácia VS Code sa nachádza na code.visualstudio.com, nie na Learn.
| Library ID | Použitie |
|---|---|
/websites/code_visualstudio | Používateľská dokumentácia — nastavenia, funkcie, ladenie, vzdialený vývoj |
/websites/code_visualstudio_api | Extension API — webviews, TreeViews, príkazy, kon‑tribučné body |
GitHub — Použite Context7
Dokumentácia GitHubu sa nachádza na docs.github.com a cli.github.com.
| Library ID | Použitie |
|---|---|
/websites/github_en | Actions, API, repozitáre, zabezpečenie, administrácia, Copilot |
/websites/cli_github | Príkazy a prepínače GitHub CLI (gh) |
Show full SKILL.md (225 more words)Show less
Agent Framework — Použite Learn MCP + Context7
Tutoriály Agent Framework sú na learn.microsoft.com (použite microsoft_docs_search), ale GitHub repozitár obsahuje detaily na úrovni API, ktoré sú často pred publikovanou dokumentáciou — najmä referenciu DevUI REST API, možnosti CLI a .NET integráciu.
| Library ID | Použitie |
|---|---|
/websites/learn_microsoft_en-us_agent-framework | Tutoriály — DevUI príručky, trasovanie, orchestrácia pracovných tokov |
/microsoft/agent-framework | Detaily API — DevUI REST endpointy, CLI prepínače, autentifikácia, .NET AddDevUI/MapDevUI |
DevUI tip: Najprv sa pozrite na zdroj na Learn webe pre návodové príručky, potom do repozitára pre API-úrovňové špecifiká (schémy endpointov, konfigurácia proxy, autentifikačné tokeny).
Nastavenie Context7
Pre akýkoľvek dotaz v Context7 najprv vyriešte ID knižnice (jednorazovo na reláciu):
- Zavolajte
mcp_context7_resolve-library-ids názvom technológie - Zavolajte
mcp_context7_query-docss vráteným ID knižnice a konkrétnym dotazom
Písanie efektívnych dotazov
Buďte konkrétni — uveďte verziu, zámer a jazyk:
# ❌ Too broad
"Azure Functions"
"agent framework"
# ✅ Specific
"Azure Functions Python v2 programming model"
"Cosmos DB partition key design best practices"
"GitHub Actions workflow_dispatch inputs matrix strategy"
"Aspire AddUvicornApp Python FastAPI integration"
"DevUI serve agents tracing OpenTelemetry directory discovery"
"Agent Framework workflow conditional edges branching handoff"Include context:
- Verzia ak relevantné (
.NET 8,Aspire 13,VS Code 1.96) - Účel úlohy (
quickstart,tutorial,overview,limits,API reference) - Jazyk pre polyglot dokumentáciu (
Python,TypeScript,C#)
<!-- CO-OP TRANSLATOR DISCLAIMER START -->Vylúčenie zodpovednosti: Tento dokument bol preložený pomocou AI prekladateľskej služby Co-op Translator. Aj keď sa snažíme o presnosť, majte prosím na pamäti, že automatické preklady môžu obsahovať chyby alebo nepresnosti. Pôvodný dokument v jeho pôvodnom jazyku by sa mal považovať za autoritatívny zdroj. Pre kritické informácie sa odporúča profesionálny preklad vykonaný človekom. Za akékoľvek nedorozumenia alebo nesprávne výklady vyplývajúce z použitia tohto prekladu nenesieme zodpovednosť.
<!-- CO-OP TRANSLATOR DISCLAIMER END -->© microsoft, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in translations/sk/.agents/skills/microsoft-docs of microsoft/ai-agents-for-beginners.
Open the folder on GitHubat commit 25b7985
Compare with similar skills
Microsoft Docs next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Microsoft Docs this skillmicrosoft/ai-agents-for-beginners | 77k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Agent Framework Azure AI Pymicrosoft/skills | 3.1k | 1 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Microsoft Skill CreatorMicrosoftDocs/mcp | 1.9k | 3 repos | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | |
| Agent Frameworkjihadkhawaja/Egroo | 178 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Copilot SDKgithub/awesome-copilot | 40k | 5 repos | ~6.3k | Automated safety check: Pass | MIT | |
| Microsoft DocsMicrosoftDocs/mcp | 1.9k | 1 repos | ~723 | Automated safety check: Pass | CC-BY-4.0 |
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Questions about Microsoft Docs
What does Microsoft Docs do?
Prehľadávajte oficiálnu dokumentáciu Microsoftu, aby ste našli koncepty, návody a ukážky kódu naprieč Azure, .NET, Agent Framework, Aspire, VS Code, GitHub a ďalšími. Microsoft Docs is an agent skill from microsoft/ai-agents-for-beginners, published by the product's own GitHub organization.NET, Agent Framework, Aspire, VS Code, GitHub a ďalšími.
When should I use Microsoft Docs?
Microsoft Docs fits situations like: tasks that involve Building AI agents; tasks that involve MCP servers.
How do I install Microsoft Docs in Claude Code?
Run `npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a claude-code`. Or copy the skill folder (translations/sk/.agents/skills/microsoft-docs in microsoft/ai-agents-for-beginners) into .claude/skills/microsoft-docs in your project. Claude Code loads it when a task matches its description.
How do I install Microsoft Docs in Codex?
Run `npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a codex`. Or copy the skill folder (translations/sk/.agents/skills/microsoft-docs in microsoft/ai-agents-for-beginners) into .agents/skills/microsoft-docs in your project. Codex loads it when a task matches its description.
Can I use Microsoft Docs in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/microsoft-docs, .gemini/skills/microsoft-docs, .github/skills/microsoft-docs and .opencode/skills/microsoft-docs in your project.
What does Microsoft Docs need to run?
SKILL.md names no scripts, command-line tools or credentials: Microsoft Docs is instructions for the agent only. Our summary lists: Python 3; Node.js.
Does Microsoft Docs access the network?
SKILL.md names 2 domains. As links in the text: github.com and davidpine.dev. This is read from the text; nothing was executed.
Is Microsoft Docs safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Microsoft Docs use?
Microsoft Docs is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Microsoft Docs use?
About 1.5k tokens (SKILL.md is roughly 5.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Microsoft Docs?
Skills that share tags, products or a category with Microsoft Docs: Agent Framework Azure AI Py (microsoft/skills, 3.1k stars), Microsoft Skill Creator (MicrosoftDocs/mcp, 1.9k stars), Agent Framework (jihadkhawaja/Egroo, 178 stars) and Copilot SDK (github/awesome-copilot, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Microsoft Docs?
microsoft (a GitHub organization, an official publisher) maintains it in microsoft/ai-agents-for-beginners, which has 76,567 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on September 19, 2026.
Source: microsoft/ai-agents-for-beginners on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.